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BF glmv-web-replication

Frontend visual replication skill. Explores a target website’s publicly visible pages via Playwright MCP or agent-browser, captures screenshots and layout information, then generates a static or client-side frontend replica that approximates the original’s visual appearance and page structure. This skill replicates FRONTEND PRESENTATION ONLY — it does not reproduce backend logic, server-side behavior, databases, or any non-public content. The user is responsible for ensuring they have proper authorization (ownership, license, or explicit permission) before replicating any website. ⚠️ Authorization gate: Before starting, the agent MUST confirm with the user that they have the legal right to replicate the target site. If the user cannot confirm, the skill MUST refuse to proceed.

ClawHub Agent Skills author: Z.ai v1.0.2 MIT-0 2 files body ≈ 4 450 tokens Open the sourceclawhub.ai↗ analyzed 3 d ago

As a process F 43/100 · Will not run — References files that are not bundled: _full.png, _scroll_00.png, _scroll_01.png

GeneratorPlaywrightSoftware developmentAI and agentstype and topics are labelled automatically from the skill text
Runs in: OpenClaw Claude / Claude Code ChatGPT / Codex Gemini CLI Cursor GitHub Copilot / VS Code Qwen Code Kimi Code CLI Z.ai (GLM) DeepSeek (Deep Code) Mistral Vibe LangChain (deepagents) Goose OpenCode
JSON
Technical rating
B
88/100
safety, quality, tests
Safety 60%
100
Quality 40%
71
Run on models
none yet
Process rating
F
43/100
Will not run
References files that are not bundled: _full.png, _scroll_00.png, _scroll_01.png
Tools and files w 18
0
Result and completion w 14
0
Progress reporting w 2
0
the three weakest of ten parameters · all ten

How to improve

  1. The text references files that are not there: add them or drop the references.
For the model run — optional
  • Your own cases (evals/evals.json, 4–6 real requests with expected answers): the full check would then run those instead of a model-drafted suite.
  • A spec.yaml with trigger phrases and assertions — a behaviour contract for CI; `skilltest init` writes a template.

Guard findings · 0

✓ No critical or high findings

Files scanned: 2. Evidence is masked. Grey chips explain why severity was lowered.

Against the Agent Skills spec

  • warning missing-ref reference to a missing file: _full.png
  • warning missing-ref reference to a missing file: _scroll_00.png
  • warning missing-ref reference to a missing file: _scroll_01.png
  • warning missing-ref reference to a missing file: _interactions/card_hover.png
  • warning missing-ref reference to a missing file: _interactions/filter_electronics.png
  • warning missing-ref reference to a missing file: _interactions/sort_price_asc.png
  • note frontmatter-key unknown frontmatter key "read_when"

Process rating: all ten parameters 43/100

Will not run. References files that are not bundled: _full.png, _scroll_00.png, _scroll_01.png
  • 0Tools and files. 6 referenced file(s) missing: _full.png, _scroll_00.png, _scroll_01.png
  • 0Result and completion. Does not say what the result is
  • 0Progress reporting. Says nothing while it works
  • 20When it triggers. No condition that starts the skill
  • 30Running it twice. 2 mutating operations with no state check
  • 70Inputs and preconditions. Inputs and preconditions are listed
  • 70Failures and branches. 8 branches
  • 70Execution cost. Instruction body is 4450 tokens
  • 85Steps. 31 steps, 1 vague phrases
  • 100Consistency. Name and required fields are in place
  • medium Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing

Everything here is measured from the skill text rather than judged by a model, so the numbers are checkable. A parameter weighs more when it is a more common reason for the process to stall.

Quality signals

  • +5Description has no quoted example phrases that should trigger the skill
  • +4Description does not say when NOT to use the skill (false activations)
  • +3Output format is not stated: the model decides each time
  • +1No license
  • +2Single-language instructions
  • +3Description length 787: enough signal without eating the budget
  • +4Structure: 17 headings
  • +3Step-by-step instructions: 31 items
  • +4Has examples (9 code blocks)

Quality base 70; lint remarks subtract, signals add up to 100. Result: 71.

External checks

ClawHub: clean
This skill appears to map and reproduce public website designs, with disclosed crawling and asset capture, but it should only be used on sites the user owns or has permission to copy.
LLM: benign (medium) · VirusTotal: · 29 May 2026